CTF实战：如何用Python脚本自动破解多层Base64编码（附完整代码）

最近在几场CTF比赛中，我遇到了不少“套娃”式的编码题，尤其是那种一层又一层嵌套的Base64。手动一层层去解码，不仅效率低下，还容易在比赛紧张的氛围中出错。对于参赛者来说，时间就是分数，一个能自动“剥洋葱”的脚本，往往能成为扭转战局的关键。这篇文章，就是为你准备的这样一把利器。无论你是刚接触CTF的新手，还是想优化自己工具库的老手，我们不仅会一起构建一个健壮的解码脚本，更会深入探讨如何让它变得更聪明、更强大，以应对赛场上那些狡猾的出题人。

1. Base64编码原理与CTF中的“套娃”陷阱

在深入代码之前，我们有必要先拆解一下对手。Base64编码的本质，是将二进制数据（比如一段文本、一张图片）转换成由64个可打印字符（A-Z, a-z, 0-9, +, /，以及用于填充的=）组成的字符串。这个过程就像把一份复杂的机器语言说明书，翻译成谁都能看懂的字母和数字组合。

为什么CTF出题人如此钟爱它？原因有几个：

• 隐蔽性：一串看似无意义的字母数字混合字符串，很容易让人忽略其背后可能隐藏的真实信息。
• 嵌套性：由于Base64编码的输出本身也是文本，它可以被再次当作输入进行Base64编码，从而形成多层嵌套，即我们常说的“套娃”。
• 混淆性：出题人常常不会明说编码了多少层，或者会混合其他编码（如URL编码、ROT13）一起使用，增加识别和破解的难度。

一个典型的CTF挑战可能长这样：你拿到一个文本文件，里面是一串像 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WSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSlhhR0ZVVlZwM1ZrWmFjVk5yWkZoaVJscFlXVlJHVDJSV1VuTlhiVVpVVW14d1dWbFhlR0ZUTVZsNVUydG9WR0pIVWxSWmJHaFRWMFpTVjFWc1RrNVdNVWw0VlRKNFlXRXhXblJTV0hCV1lrWktSVmxZY0VkVWJGcFpZVVp3YkZZd1draFdNalZQVm0xR2NrNVdaRmhpYlZKWldXdG9RMlJzV25Sa1JFSmhWbGRTUjFSV1dsWmxSMVpJWkVaa1RsWnVRbGxXYlRCNFpERlplV1JIT1ZSTlZtdzFWVzEwZDFkR1pGZFhiazVZWWxWYWVWUldXbmRsYkZwMFpVaGtWMDFXU2toV1Z6RTBaREZrUjFkc1pHbFhSMmhZV1d0YVlWZEdiSEpYYlVaVFlraENjRlZ0ZUhkaFJscFhZMFJPV2xaWFVrZGFWM2h2VmpKR2NsZHFUbGROVm13MFZqSXhNR0V4V1hoV2EyeFhWak5vYUZacVNrdFhSbEp5VjIxR2FWSnNjRWhWTUZaTFZqRktjMk5HYkZkaVdHaFlWbXBHVDJNeFpITmFSbVJwVTBWS1dGWnRlR3RXTURGeVYyNU9XR0V4Y0ZWV2JYQkhVekZhV0ZOclpGTmlSbkJaV2xWYVQxWnNUbGRqUlZwV1lsaFNjbFp0TVRCVk1VMTRWVzVzVjJGcmJ6QlZla1pQWVd4YWMxZHRSbFJpVjNoVVdWUkdkMVpXWkZobFJ6bFhWak5vYUZacVNrdFNWbHAwWlVkMFUwMXRhRmxXVjNSclZqSkZlRk5ZYUZaaVZHeFpXV3RrTkZkR1duTlRibVJxVFZkU1ZGWnRlR0ZoTURWSVUydG9WbUpHY0ZkV01qVlRZVEZrUjFkc1pHcFNWR3hoV1ZSR2QxWXhjRWhpUjJoVFlrZDNNVlV3V2t0a1JsWjBZM3BHVjFaRmIzZFhWbHBYVjBaS2RHVkdaRmROYWxaeVZtMTBkMlZzV2xWU2JIQllVbXh3ZWxZeFpEUlZNV1JIVjJ4a1YwMHdTa2xXYlhoM1pVWlplV1JIT1ZSTlZuQjVWbTE0WVdNeVRuTlhiRlpXWWtaS1dGWnRlR0ZrVmxsNVUydG9WbFl6YUZCV2JURTBVakZrZFZwSGFGTk5WbXcxVkZaU1UxWnJNWEpqUm1oYVlUSlJNRmxVUm5kV01WcHlXa1prYVZkR1NsaFdiVEUwV1ZaYVYxZHVUbGRXTTJoRVdWUk9RMVpzV25OV2JVWlRZbFpLU0ZWcVJtRmpNV1IwVTJ0a1dHSl